A Review of Non-Intrusive Load Monitoring Applications in Industrial and Residential Contexts

Simone Mari, Giovanni Bucci, Fabrizio Ciancetta, Edoardo Fiorucci and Andrea Fioravanti
Additional contact information
Simone Mari: Dipartimento di Ingegneria Industriale e dell’Informazione e di Economia, Università dell’Aquila, 67100 L’Aquila, Italy
Giovanni Bucci: Dipartimento di Ingegneria Industriale e dell’Informazione e di Economia, Università dell’Aquila, 67100 L’Aquila, Italy
Fabrizio Ciancetta: Dipartimento di Ingegneria Industriale e dell’Informazione e di Economia, Università dell’Aquila, 67100 L’Aquila, Italy
Edoardo Fiorucci: Dipartimento di Ingegneria Industriale e dell’Informazione e di Economia, Università dell’Aquila, 67100 L’Aquila, Italy
Andrea Fioravanti: Dipartimento di Ingegneria Industriale e dell’Informazione e di Economia, Università dell’Aquila, 67100 L’Aquila, Italy

Energies, 2022, vol. 15, issue 23, 1-21

Abstract: Load monitoring systems make it possible to obtain information on the status of the various loads powered by an electrical system. The term “electrical load” indicates any device or circuit that absorbs energy from the system to which it is connected, and which therefore influences electrical quantities such as power, voltage, and current. These monitoring systems, designed for applications related to energy efficiency, can also be used in other applications. This article analyzes in detail how the information derived from Non-Intrusive Load Monitoring (NILM) systems can be used in order to create Energy Management Systems (EMS), Demand Response (DR), anomaly detection, maintenance, and Ambient Assisted Living (AAL).

Keywords: ambient assisted living (AAL); anomaly detection; demand response (DR); energy disaggregation; energy management; nonintrusive load monitoring (search for similar items in EconPapers)
JEL-codes: Q Q0 Q4 Q40 Q41 Q42 Q43 Q47 Q48 Q49 (search for similar items in EconPapers)
Date: 2022
References: View complete reference list from CitEc
Citations:

Downloads: (external link)
https://www.mdpi.com/1996-1073/15/23/9011/pdf (application/pdf)
https://www.mdpi.com/1996-1073/15/23/9011/ (text/html)

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:gam:jeners:v:15:y:2022:i:23:p:9011-:d:986950

Access Statistics for this article

Energies is currently edited by Ms. Agatha Cao

More articles in Energies from MDPI
Bibliographic data for series maintained by MDPI Indexing Manager ().